Overview
Brought to you by YData
Dataset statistics
| Number of variables | 38 |
|---|---|
| Number of observations | 1905 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 201.0 KiB |
| Average record size in memory | 108.1 B |
Variable types
| Numeric | 8 |
|---|---|
| Text | 1 |
| Categorical | 1 |
| Boolean | 28 |
balcony is highly overall correlated with built_in_wardrobes and 3 other fields | High correlation |
barbecue_area is highly overall correlated with quality and 1 other fields | High correlation |
built_in_wardrobes is highly overall correlated with balcony and 2 other fields | High correlation |
central_ac is highly overall correlated with quality and 1 other fields | High correlation |
childrens_play_area is highly overall correlated with quality | High correlation |
childrens_pool is highly overall correlated with lobby_in_building and 5 other fields | High correlation |
covered_parking is highly overall correlated with quality | High correlation |
kitchen_appliances is highly overall correlated with quality | High correlation |
latitude is highly overall correlated with longitude and 1 other fields | High correlation |
lobby_in_building is highly overall correlated with childrens_pool and 5 other fields | High correlation |
longitude is highly overall correlated with latitude | High correlation |
maid_service is highly overall correlated with childrens_pool and 4 other fields | High correlation |
networked is highly overall correlated with childrens_pool and 6 other fields | High correlation |
no_of_bathrooms is highly overall correlated with no_of_bedrooms and 2 other fields | High correlation |
no_of_bedrooms is highly overall correlated with no_of_bathrooms and 2 other fields | High correlation |
price is highly overall correlated with no_of_bathrooms and 3 other fields | High correlation |
price_per_sqft is highly overall correlated with latitude and 1 other fields | High correlation |
quality is highly overall correlated with balcony and 18 other fields | High correlation |
security is highly overall correlated with quality | High correlation |
shared_gym is highly overall correlated with balcony and 2 other fields | High correlation |
shared_pool is highly overall correlated with balcony and 4 other fields | High correlation |
shared_spa is highly overall correlated with childrens_pool and 4 other fields | High correlation |
size_in_sqft is highly overall correlated with no_of_bathrooms and 2 other fields | High correlation |
study is highly overall correlated with networked and 2 other fields | High correlation |
vastu_compliant is highly overall correlated with barbecue_area and 7 other fields | High correlation |
view_of_landmark is highly overall correlated with quality | High correlation |
walk_in_closet is highly overall correlated with quality | High correlation |
childrens_pool is highly imbalanced (58.2%) | Imbalance |
lobby_in_building is highly imbalanced (51.4%) | Imbalance |
maid_service is highly imbalanced (58.9%) | Imbalance |
networked is highly imbalanced (66.5%) | Imbalance |
private_garden is highly imbalanced (87.7%) | Imbalance |
private_gym is highly imbalanced (93.4%) | Imbalance |
private_jacuzzi is highly imbalanced (71.0%) | Imbalance |
private_pool is highly imbalanced (74.4%) | Imbalance |
shared_spa is highly imbalanced (52.5%) | Imbalance |
study is highly imbalanced (52.7%) | Imbalance |
vastu_compliant is highly imbalanced (73.0%) | Imbalance |
id has unique values | Unique |
no_of_bedrooms has 124 (6.5%) zeros | Zeros |
Reproduction
| Analysis started | 2025-06-08 15:56:38.695263 |
|---|---|
| Analysis finished | 2025-06-08 15:56:55.173858 |
| Duration | 16.48 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
id
Real number (ℝ)
Unique 
| Distinct | 1905 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7573308.2 |
| Minimum | 5528049 |
|---|---|
| Maximum | 7706643 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.0 KiB |
Quantile statistics
| Minimum | 5528049 |
|---|---|
| 5-th percentile | 7242928.2 |
| Q1 | 7560167 |
| median | 7631829 |
| Q3 | 7670328 |
| 95-th percentile | 7698455.4 |
| Maximum | 7706643 |
| Range | 2178594 |
| Interquartile range (IQR) | 110161 |
Descriptive statistics
| Standard deviation | 192525.17 |
|---|---|
| Coefficient of variation (CV) | 0.025421542 |
| Kurtosis | 22.265488 |
| Mean | 7573308.2 |
| Median Absolute Deviation (MAD) | 46341 |
| Skewness | -4.0141885 |
| Sum | 1.4427152 × 1010 |
| Variance | 3.7065942 × 1010 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 5528049 | 1 | 0.1% |
| 7660851 | 1 | 0.1% |
| 7661781 | 1 | 0.1% |
| 7661719 | 1 | 0.1% |
| 7661690 | 1 | 0.1% |
| 7661664 | 1 | 0.1% |
| 7661362 | 1 | 0.1% |
| 7661301 | 1 | 0.1% |
| 7661246 | 1 | 0.1% |
| 7661237 | 1 | 0.1% |
| Other values (1895) | 1895 |
| Value | Count | Frequency (%) |
| 5528049 | 1 | |
| 6008529 | 1 | |
| 6034542 | 1 | |
| 6326063 | 1 | |
| 6356778 | 1 | |
| 6356784 | 1 | |
| 6356790 | 1 | |
| 6356797 | 1 | |
| 6376886 | 1 | |
| 6406935 | 1 |
| Value | Count | Frequency (%) |
| 7706643 | 1 | |
| 7706591 | 1 | |
| 7706389 | 1 | |
| 7706287 | 1 | |
| 7705450 | 1 | |
| 7705439 | 1 | |
| 7705389 | 1 | |
| 7705293 | 1 | |
| 7705124 | 1 | |
| 7705052 | 1 |
neighborhood
Text
| Distinct | 54 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.0 KiB |
Length
| Max length | 33 |
|---|---|
| Median length | 24 |
| Mean length | 15.025197 |
| Min length | 4 |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | Palm Jumeirah |
|---|---|
| 2nd row | Palm Jumeirah |
| 3rd row | Jumeirah Lake Towers |
| 4th row | Culture Village |
| 5th row | Palm Jumeirah |
| Value | Count | Frequency (%) |
| dubai | 785 | |
| jumeirah | 608 | |
| downtown | 302 | 6.9% |
| marina | 288 | 6.6% |
| village | 214 | 4.9% |
| circle | 200 | 4.6% |
| palm | 178 | 4.1% |
| city | 121 | 2.8% |
| residence | 117 | 2.7% |
| beach | 116 | 2.7% |
| Other values (70) | 1443 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 3097 | 10.8% |
| i | 2742 | 9.6% |
| 2467 | 8.6% | |
| e | 2265 | 7.9% |
| u | 1687 | 5.9% |
| r | 1616 | 5.6% |
| n | 1388 | 4.8% |
| D | 1147 | 4.0% |
| l | 1136 | 4.0% |
| o | 1063 | 3.7% |
| Other values (42) | 10015 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 28623 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 3097 | 10.8% |
| i | 2742 | 9.6% |
| 2467 | 8.6% | |
| e | 2265 | 7.9% |
| u | 1687 | 5.9% |
| r | 1616 | 5.6% |
| n | 1388 | 4.8% |
| D | 1147 | 4.0% |
| l | 1136 | 4.0% |
| o | 1063 | 3.7% |
| Other values (42) | 10015 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 28623 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 3097 | 10.8% |
| i | 2742 | 9.6% |
| 2467 | 8.6% | |
| e | 2265 | 7.9% |
| u | 1687 | 5.9% |
| r | 1616 | 5.6% |
| n | 1388 | 4.8% |
| D | 1147 | 4.0% |
| l | 1136 | 4.0% |
| o | 1063 | 3.7% |
| Other values (42) | 10015 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 28623 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 3097 | 10.8% |
| i | 2742 | 9.6% |
| 2467 | 8.6% | |
| e | 2265 | 7.9% |
| u | 1687 | 5.9% |
| r | 1616 | 5.6% |
| n | 1388 | 4.8% |
| D | 1147 | 4.0% |
| l | 1136 | 4.0% |
| o | 1063 | 3.7% |
| Other values (42) | 10015 |
latitude
Real number (ℝ)
High correlation 
| Distinct | 723 |
|---|---|
| Distinct (%) | 38.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.116538 |
| Minimum | 24.865992 |
|---|---|
| Maximum | 25.273623 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.0 KiB |
Quantile statistics
| Minimum | 24.865992 |
|---|---|
| 5-th percentile | 25.03335 |
| Q1 | 25.072791 |
| median | 25.0967 |
| Q3 | 25.18813 |
| 95-th percentile | 25.209937 |
| Maximum | 25.273623 |
| Range | 0.407631 |
| Interquartile range (IQR) | 0.115339 |
Descriptive statistics
| Standard deviation | 0.062647107 |
|---|---|
| Coefficient of variation (CV) | 0.0024942572 |
| Kurtosis | -0.95471401 |
| Mean | 25.116538 |
| Median Absolute Deviation (MAD) | 0.040973 |
| Skewness | 0.26315529 |
| Sum | 47847.005 |
| Variance | 0.00392466 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25.04866 | 44 | 2.3% |
| 25.240419 | 29 | 1.5% |
| 25.197316 | 22 | 1.2% |
| 25.046296 | 22 | 1.2% |
| 25.109367 | 20 | 1.0% |
| 25.051528 | 18 | 0.9% |
| 25.086376 | 17 | 0.9% |
| 25.183515 | 17 | 0.9% |
| 25.048095 | 17 | 0.9% |
| 25.072569 | 15 | 0.8% |
| Other values (713) | 1684 |
| Value | Count | Frequency (%) |
| 24.865992 | 1 | |
| 24.934402 | 2 | |
| 24.942372 | 1 | |
| 24.946417 | 1 | |
| 24.948068 | 1 | |
| 24.978409 | 1 | |
| 24.98987 | 1 | |
| 24.998576 | 1 | |
| 24.999981 | 1 | |
| 25.00292 | 1 |
| Value | Count | Frequency (%) |
| 25.273623 | 1 | 0.1% |
| 25.240419 | 29 | |
| 25.233787 | 7 | 0.4% |
| 25.227337 | 5 | 0.3% |
| 25.227295 | 4 | 0.2% |
| 25.22724 | 1 | 0.1% |
| 25.226946 | 6 | 0.3% |
| 25.226577 | 7 | 0.4% |
| 25.225739 | 1 | 0.1% |
| 25.223728 | 1 | 0.1% |
longitude
Real number (ℝ)
High correlation 
| Distinct | 722 |
|---|---|
| Distinct (%) | 37.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55.212338 |
| Minimum | 55.069311 |
|---|---|
| Maximum | 55.441623 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.0 KiB |
Quantile statistics
| Minimum | 55.069311 |
|---|---|
| 5-th percentile | 55.131931 |
| Q1 | 55.145389 |
| median | 55.207506 |
| Q3 | 55.271797 |
| 95-th percentile | 55.315196 |
| Maximum | 55.441623 |
| Range | 0.372312 |
| Interquartile range (IQR) | 0.126408 |
Descriptive statistics
| Standard deviation | 0.068794406 |
|---|---|
| Coefficient of variation (CV) | 0.001245997 |
| Kurtosis | -0.66057396 |
| Mean | 55.212338 |
| Median Absolute Deviation (MAD) | 0.063496 |
| Skewness | 0.44432984 |
| Sum | 105179.5 |
| Variance | 0.0047326703 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 55.20955 | 44 | 2.3% |
| 55.25277 | 29 | 1.5% |
| 55.274196 | 22 | 1.2% |
| 55.200783 | 21 | 1.1% |
| 55.24798 | 20 | 1.0% |
| 55.212972 | 18 | 0.9% |
| 55.14736 | 17 | 0.9% |
| 55.26667 | 17 | 0.9% |
| 55.206373 | 17 | 0.9% |
| 55.126527 | 15 | 0.8% |
| Other values (712) | 1685 |
| Value | Count | Frequency (%) |
| 55.069311 | 1 | 0.1% |
| 55.09212 | 1 | 0.1% |
| 55.105457 | 1 | 0.1% |
| 55.109525 | 4 | |
| 55.110888 | 1 | 0.1% |
| 55.111349 | 4 | |
| 55.112014 | 2 | |
| 55.119736 | 1 | 0.1% |
| 55.12067 | 3 | |
| 55.121042 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 55.441623 | 6 | |
| 55.418 | 1 | 0.1% |
| 55.408966 | 1 | 0.1% |
| 55.404096 | 1 | 0.1% |
| 55.402921 | 1 | 0.1% |
| 55.402315 | 1 | 0.1% |
| 55.40066 | 1 | 0.1% |
| 55.398989 | 1 | 0.1% |
| 55.398644 | 2 | 0.1% |
| 55.396845 | 1 | 0.1% |
price
Real number (ℝ)
High correlation 
| Distinct | 821 |
|---|---|
| Distinct (%) | 43.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2085829.9 |
| Minimum | 220000 |
|---|---|
| Maximum | 35000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.0 KiB |
Quantile statistics
| Minimum | 220000 |
|---|---|
| 5-th percentile | 460577.6 |
| Q1 | 890000 |
| median | 1400000 |
| Q3 | 2200000 |
| 95-th percentile | 4900000 |
| Maximum | 35000000 |
| Range | 34780000 |
| Interquartile range (IQR) | 1310000 |
Descriptive statistics
| Standard deviation | 2913200 |
|---|---|
| Coefficient of variation (CV) | 1.3966623 |
| Kurtosis | 48.856572 |
| Mean | 2085829.9 |
| Median Absolute Deviation (MAD) | 600000 |
| Skewness | 6.1474026 |
| Sum | 3.9735059 × 109 |
| Variance | 8.486734 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1300000 | 31 | 1.6% |
| 1650000 | 29 | 1.5% |
| 1200000 | 28 | 1.5% |
| 1100000 | 26 | 1.4% |
| 1700000 | 24 | 1.3% |
| 1400000 | 24 | 1.3% |
| 2100000 | 24 | 1.3% |
| 1500000 | 24 | 1.3% |
| 1250000 | 23 | 1.2% |
| 2000000 | 21 | 1.1% |
| Other values (811) | 1651 |
| Value | Count | Frequency (%) |
| 220000 | 1 | |
| 230000 | 2 | |
| 245000 | 1 | |
| 250000 | 1 | |
| 260000 | 1 | |
| 270000 | 1 | |
| 275000 | 1 | |
| 280000 | 1 | |
| 290000 | 1 | |
| 300000 | 1 |
| Value | Count | Frequency (%) |
| 35000000 | 1 | |
| 34340000 | 1 | |
| 34314000 | 1 | |
| 31440000 | 1 | |
| 30950000 | 1 | |
| 27500000 | 1 | |
| 22640000 | 1 | |
| 22260000 | 1 | |
| 21990000 | 1 | |
| 21870000 | 1 |
size_in_sqft
Real number (ℝ)
High correlation 
| Distinct | 1121 |
|---|---|
| Distinct (%) | 58.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1417.0504 |
| Minimum | 294 |
|---|---|
| Maximum | 9576 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.0 KiB |
Quantile statistics
| Minimum | 294 |
|---|---|
| 5-th percentile | 504.6 |
| Q1 | 840 |
| median | 1271 |
| Q3 | 1703 |
| 95-th percentile | 2936 |
| Maximum | 9576 |
| Range | 9282 |
| Interquartile range (IQR) | 863 |
Descriptive statistics
| Standard deviation | 891.48764 |
|---|---|
| Coefficient of variation (CV) | 0.62911499 |
| Kurtosis | 14.276482 |
| Mean | 1417.0504 |
| Median Absolute Deviation (MAD) | 431 |
| Skewness | 2.9075748 |
| Sum | 2699481 |
| Variance | 794750.21 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1400 | 10 | 0.5% |
| 1300 | 10 | 0.5% |
| 851 | 9 | 0.5% |
| 1133 | 8 | 0.4% |
| 758 | 7 | 0.4% |
| 760 | 7 | 0.4% |
| 840 | 7 | 0.4% |
| 1450 | 7 | 0.4% |
| 915 | 7 | 0.4% |
| 895 | 7 | 0.4% |
| Other values (1111) | 1826 |
| Value | Count | Frequency (%) |
| 294 | 1 | |
| 296 | 1 | |
| 306 | 1 | |
| 314 | 2 | |
| 321 | 2 | |
| 325 | 1 | |
| 330 | 1 | |
| 339 | 1 | |
| 353 | 2 | |
| 356 | 1 |
| Value | Count | Frequency (%) |
| 9576 | 1 | |
| 8722 | 1 | |
| 7922 | 1 | |
| 7346 | 1 | |
| 7344 | 1 | |
| 6735 | 1 | |
| 6542 | 1 | |
| 6252 | 1 | |
| 6246 | 1 | |
| 6160 | 1 |
price_per_sqft
Real number (ℝ)
High correlation 
| Distinct | 1784 |
|---|---|
| Distinct (%) | 93.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1327.2438 |
| Minimum | 361.87 |
|---|---|
| Maximum | 4805.87 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.0 KiB |
Quantile statistics
| Minimum | 361.87 |
|---|---|
| 5-th percentile | 604.9 |
| Q1 | 870.92 |
| median | 1169.59 |
| Q3 | 1622.5 |
| 95-th percentile | 2553.816 |
| Maximum | 4805.87 |
| Range | 4444 |
| Interquartile range (IQR) | 751.58 |
Descriptive statistics
| Standard deviation | 668.47356 |
|---|---|
| Coefficient of variation (CV) | 0.50365545 |
| Kurtosis | 4.7975902 |
| Mean | 1327.2438 |
| Median Absolute Deviation (MAD) | 352.4 |
| Skewness | 1.842166 |
| Sum | 2528399.4 |
| Variance | 446856.9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 738.32 | 6 | 0.3% |
| 848.04 | 6 | 0.3% |
| 833.33 | 6 | 0.3% |
| 1000 | 4 | 0.2% |
| 755.87 | 4 | 0.2% |
| 2000 | 3 | 0.2% |
| 966 | 3 | 0.2% |
| 900 | 3 | 0.2% |
| 1200 | 3 | 0.2% |
| 3458.09 | 3 | 0.2% |
| Other values (1774) | 1864 |
| Value | Count | Frequency (%) |
| 361.87 | 1 | |
| 373.7 | 1 | |
| 375.68 | 1 | |
| 389.21 | 1 | |
| 403.55 | 1 | |
| 407.24 | 1 | |
| 409.04 | 1 | |
| 410.5 | 1 | |
| 410.54 | 1 | |
| 410.63 | 1 |
| Value | Count | Frequency (%) |
| 4805.87 | 1 | |
| 4764.5 | 1 | |
| 4561 | 1 | |
| 4556.13 | 1 | |
| 4521.63 | 1 | |
| 4502.47 | 1 | |
| 4502.16 | 1 | |
| 4454.14 | 1 | |
| 4419.19 | 1 | |
| 4240.73 | 1 |
no_of_bedrooms
Real number (ℝ)
High correlation  Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7931759 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 124 |
| Zeros (%) | 6.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.94948883 |
|---|---|
| Coefficient of variation (CV) | 0.52950124 |
| Kurtosis | -0.12502089 |
| Mean | 1.7931759 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.29721922 |
| Sum | 3416 |
| Variance | 0.90152904 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 729 | |
| 1 | 639 | |
| 3 | 338 | |
| 0 | 124 | 6.5% |
| 4 | 70 | 3.7% |
| 5 | 5 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 124 | 6.5% |
| 1 | 639 | |
| 2 | 729 | |
| 3 | 338 | |
| 4 | 70 | 3.7% |
| 5 | 5 | 0.3% |
| Value | Count | Frequency (%) |
| 5 | 5 | 0.3% |
| 4 | 70 | 3.7% |
| 3 | 338 | |
| 2 | 729 | |
| 1 | 639 | |
| 0 | 124 | 6.5% |
no_of_bathrooms
Real number (ℝ)
High correlation 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5128609 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.0631171 |
|---|---|
| Coefficient of variation (CV) | 0.4230704 |
| Kurtosis | 0.050821146 |
| Mean | 2.5128609 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.56756717 |
| Sum | 4787 |
| Variance | 1.1302179 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 723 | |
| 3 | 553 | |
| 1 | 311 | |
| 4 | 230 | 12.1% |
| 5 | 77 | 4.0% |
| 6 | 11 | 0.6% |
| Value | Count | Frequency (%) |
| 1 | 311 | |
| 2 | 723 | |
| 3 | 553 | |
| 4 | 230 | 12.1% |
| 5 | 77 | 4.0% |
| 6 | 11 | 0.6% |
| Value | Count | Frequency (%) |
| 6 | 11 | 0.6% |
| 5 | 77 | 4.0% |
| 4 | 230 | 12.1% |
| 3 | 553 | |
| 2 | 723 | |
| 1 | 311 |
quality
Categorical
High correlation 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.0 KiB |
| Medium | |
|---|---|
| Low | |
| High | |
| Ultra | 81 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 4.960105 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Medium |
|---|---|
| 2nd row | Medium |
| 3rd row | Medium |
| 4th row | Low |
| 5th row | Medium |
Common Values
| Value | Count | Frequency (%) |
| Medium | 1146 | |
| Low | 544 | |
| High | 134 | 7.0% |
| Ultra | 81 | 4.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| medium | 1146 | |
| low | 544 | |
| high | 134 | 7.0% |
| ultra | 81 | 4.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 1280 | |
| M | 1146 | |
| d | 1146 | |
| u | 1146 | |
| m | 1146 | |
| e | 1146 | |
| o | 544 | |
| w | 544 | |
| L | 544 | |
| H | 134 | 1.4% |
| Other values (7) | 673 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 9449 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 1280 | |
| M | 1146 | |
| d | 1146 | |
| u | 1146 | |
| m | 1146 | |
| e | 1146 | |
| o | 544 | |
| w | 544 | |
| L | 544 | |
| H | 134 | 1.4% |
| Other values (7) | 673 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 9449 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 1280 | |
| M | 1146 | |
| d | 1146 | |
| u | 1146 | |
| m | 1146 | |
| e | 1146 | |
| o | 544 | |
| w | 544 | |
| L | 544 | |
| H | 134 | 1.4% |
| Other values (7) | 673 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 9449 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 1280 | |
| M | 1146 | |
| d | 1146 | |
| u | 1146 | |
| m | 1146 | |
| e | 1146 | |
| o | 544 | |
| w | 544 | |
| L | 544 | |
| H | 134 | 1.4% |
| Other values (7) | 673 |
| Value | Count | Frequency (%) |
| False | 1630 | |
| True | 275 | 14.4% |
| Value | Count | Frequency (%) |
| True | 1222 | |
| False | 683 |
balcony
Boolean
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 1371 | |
| False | 534 | 28.0% |
barbecue_area
Boolean
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 1636 | |
| True | 269 | 14.1% |
built_in_wardrobes
Boolean
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 1361 | |
| False | 544 | 28.6% |
central_ac
Boolean
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 1301 | |
| False | 604 |
childrens_play_area
Boolean
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 1266 | |
| True | 639 |
childrens_pool
Boolean
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| False | |
|---|---|
| True | 161 |
| Value | Count | Frequency (%) |
| False | 1744 | |
| True | 161 | 8.5% |
| Value | Count | Frequency (%) |
| False | 1226 | |
| True | 679 |
covered_parking
Boolean
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 1178 | |
| False | 727 |
kitchen_appliances
Boolean
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 1214 | |
| True | 691 |
lobby_in_building
Boolean
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 1704 | |
| True | 201 | 10.6% |
maid_service
Boolean
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| False | |
|---|---|
| True | 157 |
| Value | Count | Frequency (%) |
| False | 1748 | |
| True | 157 | 8.2% |
networked
Boolean
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| False | |
|---|---|
| True | 118 |
| Value | Count | Frequency (%) |
| False | 1787 | |
| True | 118 | 6.2% |
| Value | Count | Frequency (%) |
| False | 1338 | |
| True | 567 |
private_garden
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| False | |
|---|---|
| True | 32 |
| Value | Count | Frequency (%) |
| False | 1873 | |
| True | 32 | 1.7% |
private_gym
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| False | |
|---|---|
| True | 15 |
| Value | Count | Frequency (%) |
| False | 1890 | |
| True | 15 | 0.8% |
private_jacuzzi
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| False | |
|---|---|
| True | 97 |
| Value | Count | Frequency (%) |
| False | 1808 | |
| True | 97 | 5.1% |
private_pool
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| False | |
|---|---|
| True | 82 |
| Value | Count | Frequency (%) |
| False | 1823 | |
| True | 82 | 4.3% |
security
Boolean
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 1234 | |
| True | 671 |
shared_gym
Boolean
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 1258 | |
| False | 647 |
shared_pool
Boolean
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 1404 | |
| False | 501 | 26.3% |
shared_spa
Boolean
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 1711 | |
| True | 194 | 10.2% |
study
Boolean
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 1712 | |
| True | 193 | 10.1% |
vastu_compliant
Boolean
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| False | |
|---|---|
| True | 88 |
| Value | Count | Frequency (%) |
| False | 1817 | |
| True | 88 | 4.6% |
view_of_landmark
Boolean
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 1508 | |
| True | 397 | 20.8% |
| Value | Count | Frequency (%) |
| False | 1251 | |
| True | 654 |
walk_in_closet
Boolean
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 1615 | |
| True | 290 | 15.2% |
Interactions
Correlations
| balcony | barbecue_area | built_in_wardrobes | central_ac | childrens_play_area | childrens_pool | concierge | covered_parking | id | kitchen_appliances | latitude | lobby_in_building | longitude | maid_room | maid_service | networked | no_of_bathrooms | no_of_bedrooms | pets_allowed | price | price_per_sqft | private_garden | private_gym | private_jacuzzi | private_pool | quality | security | shared_gym | shared_pool | shared_spa | size_in_sqft | study | unfurnished | vastu_compliant | view_of_landmark | view_of_water | walk_in_closet | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| balcony | 1.000 | 0.210 | 0.502 | 0.495 | 0.295 | 0.169 | 0.216 | 0.437 | 0.076 | 0.311 | 0.086 | 0.177 | 0.121 | 0.190 | 0.162 | 0.132 | 0.000 | 0.000 | 0.279 | 0.038 | 0.067 | 0.000 | 0.000 | 0.052 | 0.062 | 0.652 | 0.289 | 0.508 | 0.520 | 0.113 | 0.004 | 0.144 | 0.345 | 0.127 | 0.179 | 0.267 | 0.193 |
| barbecue_area | 0.210 | 1.000 | 0.217 | 0.238 | 0.441 | 0.470 | 0.265 | 0.176 | 0.076 | 0.265 | 0.214 | 0.432 | 0.275 | 0.199 | 0.330 | 0.455 | 0.027 | 0.014 | 0.268 | 0.000 | 0.121 | 0.000 | 0.000 | 0.189 | 0.030 | 0.578 | 0.065 | 0.228 | 0.205 | 0.354 | 0.032 | 0.370 | 0.048 | 0.503 | 0.182 | 0.282 | 0.215 |
| built_in_wardrobes | 0.502 | 0.217 | 1.000 | 0.492 | 0.354 | 0.134 | 0.201 | 0.442 | 0.024 | 0.320 | 0.035 | 0.145 | 0.099 | 0.137 | 0.130 | 0.144 | 0.000 | 0.042 | 0.239 | 0.008 | 0.073 | 0.035 | 0.005 | 0.099 | 0.000 | 0.626 | 0.216 | 0.448 | 0.529 | 0.144 | 0.000 | 0.174 | 0.335 | 0.129 | 0.170 | 0.298 | 0.174 |
| central_ac | 0.495 | 0.238 | 0.492 | 1.000 | 0.358 | 0.192 | 0.217 | 0.424 | 0.067 | 0.259 | 0.140 | 0.216 | 0.183 | 0.151 | 0.168 | 0.167 | 0.023 | 0.079 | 0.256 | 0.054 | 0.058 | 0.054 | 0.017 | 0.101 | 0.060 | 0.644 | 0.338 | 0.472 | 0.534 | 0.163 | 0.041 | 0.166 | 0.286 | 0.146 | 0.166 | 0.239 | 0.169 |
| childrens_play_area | 0.295 | 0.441 | 0.354 | 0.358 | 1.000 | 0.365 | 0.200 | 0.199 | 0.102 | 0.267 | 0.178 | 0.336 | 0.249 | 0.205 | 0.261 | 0.326 | 0.000 | 0.000 | 0.282 | 0.013 | 0.121 | 0.000 | 0.022 | 0.155 | 0.085 | 0.510 | 0.091 | 0.280 | 0.304 | 0.228 | 0.022 | 0.252 | 0.025 | 0.296 | 0.119 | 0.255 | 0.176 |
| childrens_pool | 0.169 | 0.470 | 0.134 | 0.192 | 0.365 | 1.000 | 0.287 | 0.216 | 0.027 | 0.231 | 0.298 | 0.814 | 0.356 | 0.264 | 0.530 | 0.709 | 0.062 | 0.000 | 0.195 | 0.063 | 0.157 | 0.000 | 0.000 | 0.043 | 0.034 | 0.783 | 0.398 | 0.187 | 0.161 | 0.549 | 0.033 | 0.426 | 0.058 | 0.675 | 0.473 | 0.258 | 0.388 |
| concierge | 0.216 | 0.265 | 0.201 | 0.217 | 0.200 | 0.287 | 1.000 | 0.274 | 0.099 | 0.225 | 0.047 | 0.306 | 0.170 | 0.137 | 0.308 | 0.247 | 0.051 | 0.067 | 0.097 | 0.105 | 0.143 | 0.000 | 0.000 | 0.107 | 0.074 | 0.432 | 0.148 | 0.231 | 0.243 | 0.254 | 0.062 | 0.249 | 0.098 | 0.256 | 0.315 | 0.277 | 0.161 |
| covered_parking | 0.437 | 0.176 | 0.442 | 0.424 | 0.199 | 0.216 | 0.274 | 1.000 | 0.071 | 0.305 | 0.102 | 0.232 | 0.179 | 0.166 | 0.221 | 0.194 | 0.000 | 0.062 | 0.228 | 0.072 | 0.098 | 0.000 | 0.046 | 0.057 | 0.097 | 0.569 | 0.313 | 0.373 | 0.452 | 0.204 | 0.036 | 0.175 | 0.260 | 0.169 | 0.273 | 0.231 | 0.225 |
| id | 0.076 | 0.076 | 0.024 | 0.067 | 0.102 | 0.027 | 0.099 | 0.071 | 1.000 | 0.035 | -0.110 | 0.028 | -0.000 | 0.050 | 0.075 | 0.139 | -0.035 | -0.005 | 0.060 | -0.095 | -0.118 | 0.000 | 0.000 | 0.041 | 0.000 | 0.026 | 0.078 | 0.025 | 0.032 | 0.094 | -0.028 | 0.066 | 0.033 | 0.052 | 0.078 | 0.076 | 0.056 |
| kitchen_appliances | 0.311 | 0.265 | 0.320 | 0.259 | 0.267 | 0.231 | 0.225 | 0.305 | 0.035 | 1.000 | 0.130 | 0.211 | 0.175 | 0.187 | 0.239 | 0.233 | 0.057 | 0.036 | 0.257 | 0.000 | 0.000 | 0.045 | 0.011 | 0.134 | 0.000 | 0.501 | 0.209 | 0.276 | 0.277 | 0.230 | 0.062 | 0.225 | 0.033 | 0.220 | 0.221 | 0.287 | 0.246 |
| latitude | 0.086 | 0.214 | 0.035 | 0.140 | 0.178 | 0.298 | 0.047 | 0.102 | -0.110 | 0.130 | 1.000 | 0.285 | 0.536 | 0.148 | 0.318 | 0.343 | 0.153 | 0.151 | 0.242 | 0.497 | 0.553 | 0.181 | 0.000 | 0.054 | 0.098 | 0.241 | 0.200 | 0.069 | 0.064 | 0.265 | 0.212 | 0.296 | 0.088 | 0.382 | 0.169 | 0.202 | 0.295 |
| lobby_in_building | 0.177 | 0.432 | 0.145 | 0.216 | 0.336 | 0.814 | 0.306 | 0.232 | 0.028 | 0.211 | 0.285 | 1.000 | 0.362 | 0.235 | 0.527 | 0.709 | 0.053 | 0.042 | 0.184 | 0.055 | 0.169 | 0.000 | 0.000 | 0.056 | 0.037 | 0.725 | 0.446 | 0.185 | 0.151 | 0.520 | 0.048 | 0.397 | 0.013 | 0.604 | 0.490 | 0.264 | 0.418 |
| longitude | 0.121 | 0.275 | 0.099 | 0.183 | 0.249 | 0.356 | 0.170 | 0.179 | -0.000 | 0.175 | 0.536 | 0.362 | 1.000 | 0.230 | 0.425 | 0.423 | -0.035 | -0.050 | 0.233 | -0.044 | 0.049 | 0.000 | 0.031 | 0.095 | 0.045 | 0.295 | 0.247 | 0.122 | 0.108 | 0.322 | -0.082 | 0.380 | 0.141 | 0.479 | 0.254 | 0.273 | 0.354 |
| maid_room | 0.190 | 0.199 | 0.137 | 0.151 | 0.205 | 0.264 | 0.137 | 0.166 | 0.050 | 0.187 | 0.148 | 0.235 | 0.230 | 1.000 | 0.302 | 0.256 | 0.346 | 0.324 | 0.187 | 0.154 | 0.137 | 0.024 | 0.051 | 0.000 | 0.035 | 0.394 | 0.242 | 0.159 | 0.147 | 0.224 | 0.279 | 0.344 | 0.034 | 0.297 | 0.209 | 0.165 | 0.310 |
| maid_service | 0.162 | 0.330 | 0.130 | 0.168 | 0.261 | 0.530 | 0.308 | 0.221 | 0.075 | 0.239 | 0.318 | 0.527 | 0.425 | 0.302 | 1.000 | 0.608 | 0.037 | 0.030 | 0.207 | 0.069 | 0.165 | 0.053 | 0.067 | 0.000 | 0.108 | 0.701 | 0.360 | 0.163 | 0.109 | 0.489 | 0.063 | 0.484 | 0.106 | 0.629 | 0.431 | 0.214 | 0.492 |
| networked | 0.132 | 0.455 | 0.144 | 0.167 | 0.326 | 0.709 | 0.247 | 0.194 | 0.139 | 0.233 | 0.343 | 0.709 | 0.423 | 0.256 | 0.608 | 1.000 | 0.075 | 0.081 | 0.263 | 0.028 | 0.194 | 0.000 | 0.000 | 0.038 | 0.031 | 0.845 | 0.341 | 0.157 | 0.124 | 0.630 | 0.068 | 0.502 | 0.079 | 0.778 | 0.412 | 0.274 | 0.457 |
| no_of_bathrooms | 0.000 | 0.027 | 0.000 | 0.023 | 0.000 | 0.062 | 0.051 | 0.000 | -0.035 | 0.057 | 0.153 | 0.053 | -0.035 | 0.346 | 0.037 | 0.075 | 1.000 | 0.855 | 0.040 | 0.646 | 0.125 | 0.040 | 0.092 | 0.070 | 0.184 | 0.063 | 0.082 | 0.078 | 0.070 | 0.069 | 0.791 | 0.109 | 0.033 | 0.075 | 0.039 | 0.085 | 0.061 |
| no_of_bedrooms | 0.000 | 0.014 | 0.042 | 0.079 | 0.000 | 0.000 | 0.067 | 0.062 | -0.005 | 0.036 | 0.151 | 0.042 | -0.050 | 0.324 | 0.030 | 0.081 | 0.855 | 1.000 | 0.026 | 0.699 | 0.119 | 0.047 | 0.134 | 0.028 | 0.201 | 0.070 | 0.119 | 0.080 | 0.080 | 0.051 | 0.879 | 0.071 | 0.050 | 0.056 | 0.000 | 0.059 | 0.000 |
| pets_allowed | 0.279 | 0.268 | 0.239 | 0.256 | 0.282 | 0.195 | 0.097 | 0.228 | 0.060 | 0.257 | 0.242 | 0.184 | 0.233 | 0.187 | 0.207 | 0.263 | 0.040 | 0.026 | 1.000 | 0.084 | 0.235 | 0.067 | 0.000 | 0.033 | 0.003 | 0.418 | 0.164 | 0.234 | 0.246 | 0.195 | 0.055 | 0.243 | 0.151 | 0.203 | 0.143 | 0.138 | 0.201 |
| price | 0.038 | 0.000 | 0.008 | 0.054 | 0.013 | 0.063 | 0.105 | 0.072 | -0.095 | 0.000 | 0.497 | 0.055 | -0.044 | 0.154 | 0.069 | 0.028 | 0.646 | 0.699 | 0.084 | 1.000 | 0.669 | 0.085 | 0.148 | 0.113 | 0.387 | 0.043 | 0.066 | 0.063 | 0.096 | 0.029 | 0.771 | 0.000 | 0.014 | 0.000 | 0.059 | 0.068 | 0.050 |
| price_per_sqft | 0.067 | 0.121 | 0.073 | 0.058 | 0.121 | 0.157 | 0.143 | 0.098 | -0.118 | 0.000 | 0.553 | 0.169 | 0.049 | 0.137 | 0.165 | 0.194 | 0.125 | 0.119 | 0.235 | 0.669 | 1.000 | 0.051 | 0.132 | 0.068 | 0.272 | 0.115 | 0.130 | 0.051 | 0.081 | 0.122 | 0.093 | 0.153 | 0.000 | 0.189 | 0.036 | 0.181 | 0.163 |
| private_garden | 0.000 | 0.000 | 0.035 | 0.054 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.045 | 0.181 | 0.000 | 0.000 | 0.024 | 0.053 | 0.000 | 0.040 | 0.047 | 0.067 | 0.085 | 0.051 | 1.000 | 0.242 | 0.088 | 0.182 | 0.111 | 0.038 | 0.000 | 0.000 | 0.000 | 0.117 | 0.082 | 0.045 | 0.000 | 0.000 | 0.000 | 0.034 |
| private_gym | 0.000 | 0.000 | 0.005 | 0.017 | 0.022 | 0.000 | 0.000 | 0.046 | 0.000 | 0.011 | 0.000 | 0.000 | 0.031 | 0.051 | 0.067 | 0.000 | 0.092 | 0.134 | 0.000 | 0.148 | 0.132 | 0.242 | 1.000 | 0.098 | 0.258 | 0.088 | 0.061 | 0.020 | 0.000 | 0.054 | 0.186 | 0.054 | 0.027 | 0.000 | 0.044 | 0.000 | 0.066 |
| private_jacuzzi | 0.052 | 0.189 | 0.099 | 0.101 | 0.155 | 0.043 | 0.107 | 0.057 | 0.041 | 0.134 | 0.054 | 0.056 | 0.095 | 0.000 | 0.000 | 0.038 | 0.070 | 0.028 | 0.033 | 0.113 | 0.068 | 0.088 | 0.098 | 1.000 | 0.083 | 0.160 | 0.090 | 0.126 | 0.061 | 0.000 | 0.086 | 0.048 | 0.013 | 0.025 | 0.039 | 0.114 | 0.017 |
| private_pool | 0.062 | 0.030 | 0.000 | 0.060 | 0.085 | 0.034 | 0.074 | 0.097 | 0.000 | 0.000 | 0.098 | 0.037 | 0.045 | 0.035 | 0.108 | 0.031 | 0.184 | 0.201 | 0.003 | 0.387 | 0.272 | 0.182 | 0.258 | 0.083 | 1.000 | 0.125 | 0.047 | 0.000 | 0.003 | 0.066 | 0.313 | 0.000 | 0.077 | 0.000 | 0.041 | 0.026 | 0.068 |
| quality | 0.652 | 0.578 | 0.626 | 0.644 | 0.510 | 0.783 | 0.432 | 0.569 | 0.026 | 0.501 | 0.241 | 0.725 | 0.295 | 0.394 | 0.701 | 0.845 | 0.063 | 0.070 | 0.418 | 0.043 | 0.115 | 0.111 | 0.088 | 0.160 | 0.125 | 1.000 | 0.542 | 0.674 | 0.661 | 0.677 | 0.040 | 0.642 | 0.350 | 0.946 | 0.564 | 0.454 | 0.580 |
| security | 0.289 | 0.065 | 0.216 | 0.338 | 0.091 | 0.398 | 0.148 | 0.313 | 0.078 | 0.209 | 0.200 | 0.446 | 0.247 | 0.242 | 0.360 | 0.341 | 0.082 | 0.119 | 0.164 | 0.066 | 0.130 | 0.038 | 0.061 | 0.090 | 0.047 | 0.542 | 1.000 | 0.376 | 0.286 | 0.418 | 0.061 | 0.267 | 0.063 | 0.290 | 0.478 | 0.158 | 0.456 |
| shared_gym | 0.508 | 0.228 | 0.448 | 0.472 | 0.280 | 0.187 | 0.231 | 0.373 | 0.025 | 0.276 | 0.069 | 0.185 | 0.122 | 0.159 | 0.163 | 0.157 | 0.078 | 0.080 | 0.234 | 0.063 | 0.051 | 0.000 | 0.020 | 0.126 | 0.000 | 0.674 | 0.376 | 1.000 | 0.703 | 0.213 | 0.078 | 0.182 | 0.255 | 0.154 | 0.265 | 0.285 | 0.190 |
| shared_pool | 0.520 | 0.205 | 0.529 | 0.534 | 0.304 | 0.161 | 0.243 | 0.452 | 0.032 | 0.277 | 0.064 | 0.151 | 0.108 | 0.147 | 0.109 | 0.124 | 0.070 | 0.080 | 0.246 | 0.096 | 0.081 | 0.000 | 0.000 | 0.061 | 0.003 | 0.661 | 0.286 | 0.703 | 1.000 | 0.166 | 0.111 | 0.141 | 0.367 | 0.127 | 0.239 | 0.279 | 0.143 |
| shared_spa | 0.113 | 0.354 | 0.144 | 0.163 | 0.228 | 0.549 | 0.254 | 0.204 | 0.094 | 0.230 | 0.265 | 0.520 | 0.322 | 0.224 | 0.489 | 0.630 | 0.069 | 0.051 | 0.195 | 0.029 | 0.122 | 0.000 | 0.054 | 0.000 | 0.066 | 0.677 | 0.418 | 0.213 | 0.166 | 1.000 | 0.070 | 0.407 | 0.065 | 0.591 | 0.461 | 0.277 | 0.449 |
| size_in_sqft | 0.004 | 0.032 | 0.000 | 0.041 | 0.022 | 0.033 | 0.062 | 0.036 | -0.028 | 0.062 | 0.212 | 0.048 | -0.082 | 0.279 | 0.063 | 0.068 | 0.791 | 0.879 | 0.055 | 0.771 | 0.093 | 0.117 | 0.186 | 0.086 | 0.313 | 0.040 | 0.061 | 0.078 | 0.111 | 0.070 | 1.000 | 0.023 | 0.000 | 0.050 | 0.056 | 0.059 | 0.040 |
| study | 0.144 | 0.370 | 0.174 | 0.166 | 0.252 | 0.426 | 0.249 | 0.175 | 0.066 | 0.225 | 0.296 | 0.397 | 0.380 | 0.344 | 0.484 | 0.502 | 0.109 | 0.071 | 0.243 | 0.000 | 0.153 | 0.082 | 0.054 | 0.048 | 0.000 | 0.642 | 0.267 | 0.182 | 0.141 | 0.407 | 0.023 | 1.000 | 0.025 | 0.568 | 0.296 | 0.220 | 0.407 |
| unfurnished | 0.345 | 0.048 | 0.335 | 0.286 | 0.025 | 0.058 | 0.098 | 0.260 | 0.033 | 0.033 | 0.088 | 0.013 | 0.141 | 0.034 | 0.106 | 0.079 | 0.033 | 0.050 | 0.151 | 0.014 | 0.000 | 0.045 | 0.027 | 0.013 | 0.077 | 0.350 | 0.063 | 0.255 | 0.367 | 0.065 | 0.000 | 0.025 | 1.000 | 0.091 | 0.033 | 0.099 | 0.027 |
| vastu_compliant | 0.127 | 0.503 | 0.129 | 0.146 | 0.296 | 0.675 | 0.256 | 0.169 | 0.052 | 0.220 | 0.382 | 0.604 | 0.479 | 0.297 | 0.629 | 0.778 | 0.075 | 0.056 | 0.203 | 0.000 | 0.189 | 0.000 | 0.000 | 0.025 | 0.000 | 0.946 | 0.290 | 0.154 | 0.127 | 0.591 | 0.050 | 0.568 | 0.091 | 1.000 | 0.401 | 0.264 | 0.495 |
| view_of_landmark | 0.179 | 0.182 | 0.170 | 0.166 | 0.119 | 0.473 | 0.315 | 0.273 | 0.078 | 0.221 | 0.169 | 0.490 | 0.254 | 0.209 | 0.431 | 0.412 | 0.039 | 0.000 | 0.143 | 0.059 | 0.036 | 0.000 | 0.044 | 0.039 | 0.041 | 0.564 | 0.478 | 0.265 | 0.239 | 0.461 | 0.056 | 0.296 | 0.033 | 0.401 | 1.000 | 0.294 | 0.446 |
| view_of_water | 0.267 | 0.282 | 0.298 | 0.239 | 0.255 | 0.258 | 0.277 | 0.231 | 0.076 | 0.287 | 0.202 | 0.264 | 0.273 | 0.165 | 0.214 | 0.274 | 0.085 | 0.059 | 0.138 | 0.068 | 0.181 | 0.000 | 0.000 | 0.114 | 0.026 | 0.454 | 0.158 | 0.285 | 0.279 | 0.277 | 0.059 | 0.220 | 0.099 | 0.264 | 0.294 | 1.000 | 0.192 |
| walk_in_closet | 0.193 | 0.215 | 0.174 | 0.169 | 0.176 | 0.388 | 0.161 | 0.225 | 0.056 | 0.246 | 0.295 | 0.418 | 0.354 | 0.310 | 0.492 | 0.457 | 0.061 | 0.000 | 0.201 | 0.050 | 0.163 | 0.034 | 0.066 | 0.017 | 0.068 | 0.580 | 0.456 | 0.190 | 0.143 | 0.449 | 0.040 | 0.407 | 0.027 | 0.495 | 0.446 | 0.192 | 1.000 |
Missing values
Sample
| id | neighborhood | latitude | longitude | price | size_in_sqft | price_per_sqft | no_of_bedrooms | no_of_bathrooms | quality | maid_room | unfurnished | balcony | barbecue_area | built_in_wardrobes | central_ac | childrens_play_area | childrens_pool | concierge | covered_parking | kitchen_appliances | lobby_in_building | maid_service | networked | pets_allowed | private_garden | private_gym | private_jacuzzi | private_pool | security | shared_gym | shared_pool | shared_spa | study | vastu_compliant | view_of_landmark | view_of_water | walk_in_closet | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 5528049 | Palm Jumeirah | 25.113208 | 55.138932 | 2700000 | 1079 | 2502.32 | 1 | 2 | Medium | False | False | True | True | False | True | True | False | True | False | True | False | False | False | True | False | False | False | False | False | True | False | False | False | False | False | True | False |
| 1 | 6008529 | Palm Jumeirah | 25.106809 | 55.151201 | 2850000 | 1582 | 1801.52 | 2 | 2 | Medium | False | False | True | False | True | True | True | False | False | False | False | False | False | False | False | False | False | False | False | False | True | True | False | False | False | False | True | False |
| 2 | 6034542 | Jumeirah Lake Towers | 25.063302 | 55.137728 | 1150000 | 1951 | 589.44 | 3 | 5 | Medium | True | True | True | False | True | False | False | False | False | True | False | False | False | False | False | False | False | True | False | True | True | True | False | False | False | True | True | True |
| 3 | 6326063 | Culture Village | 25.227295 | 55.341761 | 2850000 | 2020 | 1410.89 | 2 | 3 | Low | False | True | True | False | False | False | False | False | True | True | False | False | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False |
| 4 | 6356778 | Palm Jumeirah | 25.114275 | 55.139764 | 1729200 | 507 | 3410.65 | 0 | 1 | Medium | False | False | False | False | True | True | False | False | False | True | True | False | False | True | False | False | False | False | False | True | True | True | True | False | False | True | True | False |
| 5 | 6356784 | Palm Jumeirah | 25.114275 | 55.139764 | 3119900 | 1015 | 3073.79 | 1 | 2 | Medium | False | False | False | False | True | True | False | False | False | True | True | False | False | True | False | False | False | False | False | True | True | True | True | False | False | True | True | False |
| 6 | 6356790 | Palm Jumeirah | 25.114275 | 55.139764 | 8503600 | 2062 | 4123.96 | 2 | 3 | High | True | False | False | False | True | True | False | False | False | True | True | False | False | True | False | False | False | False | False | True | True | True | True | False | False | True | True | True |
| 7 | 6356797 | Palm Jumeirah | 25.114275 | 55.139764 | 3119900 | 1015 | 3073.79 | 1 | 2 | Medium | False | False | False | False | True | True | False | False | False | True | True | False | False | True | False | False | False | False | False | True | True | True | True | False | False | True | True | False |
| 8 | 6376886 | Palm Jumeirah | 25.106668 | 55.149275 | 2100000 | 2186 | 960.66 | 3 | 3 | Low | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False |
| 9 | 6406935 | Downtown Dubai | 25.194935 | 55.282665 | 2690000 | 1521 | 1768.57 | 2 | 3 | Medium | False | False | True | False | True | True | False | False | False | True | True | False | False | False | False | False | False | False | False | False | True | True | False | False | False | False | True | False |
| id | neighborhood | latitude | longitude | price | size_in_sqft | price_per_sqft | no_of_bedrooms | no_of_bathrooms | quality | maid_room | unfurnished | balcony | barbecue_area | built_in_wardrobes | central_ac | childrens_play_area | childrens_pool | concierge | covered_parking | kitchen_appliances | lobby_in_building | maid_service | networked | pets_allowed | private_garden | private_gym | private_jacuzzi | private_pool | security | shared_gym | shared_pool | shared_spa | study | vastu_compliant | view_of_landmark | view_of_water | walk_in_closet | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1895 | 7705052 | Dubai Marina | 25.081243 | 55.145120 | 1350000 | 1578 | 855.51 | 2 | 4 | Low | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False |
| 1896 | 7705124 | Downtown Dubai | 25.196489 | 55.272126 | 18040888 | 5253 | 3434.40 | 4 | 4 | Medium | True | True | True | False | True | True | True | False | False | False | False | False | False | False | False | False | False | False | False | False | True | True | False | True | False | False | False | False |
| 1897 | 7705293 | Al Quoz | 25.153080 | 55.254242 | 360000 | 600 | 600.00 | 0 | 1 | Medium | False | False | True | False | False | True | False | False | False | True | False | False | False | False | True | False | False | False | False | True | True | True | False | False | False | False | False | True |
| 1898 | 7705389 | Palm Jumeirah | 25.104330 | 55.148769 | 2700000 | 1076 | 2509.29 | 1 | 2 | Medium | False | True | True | False | True | False | False | False | False | True | True | False | False | False | False | False | False | False | False | False | True | True | False | False | False | False | True | True |
| 1899 | 7705439 | Dubai Sports City | 25.037477 | 55.221942 | 550000 | 847 | 649.35 | 1 | 2 | Medium | False | True | True | False | False | True | False | False | True | True | False | False | False | False | True | False | False | False | True | False | True | True | False | False | False | False | False | False |
| 1900 | 7705450 | Mohammed Bin Rashid City | 25.176892 | 55.310712 | 1500000 | 1087 | 1379.94 | 2 | 2 | Ultra | False | True | True | True | True | True | True | True | True | True | True | True | True | True | True | False | False | False | False | True | True | True | True | True | True | True | True | True |
| 1901 | 7706287 | Mohammed Bin Rashid City | 25.166145 | 55.276684 | 1230000 | 760 | 1618.42 | 1 | 2 | Medium | False | False | True | False | True | True | True | False | True | False | True | False | False | False | False | False | False | False | False | False | True | True | False | False | False | False | True | True |
| 1902 | 7706389 | Dubai Creek Harbour (The Lagoons) | 25.206500 | 55.345056 | 2900000 | 1930 | 1502.59 | 3 | 5 | Medium | True | True | True | False | False | True | True | False | False | False | False | False | False | False | True | False | False | False | False | False | False | True | False | False | False | False | False | False |
| 1903 | 7706591 | Jumeirah Village Circle | 25.073858 | 55.229844 | 675000 | 740 | 912.16 | 1 | 2 | Medium | False | True | True | False | True | True | True | False | False | True | True | False | False | False | False | True | False | False | False | True | True | True | False | False | False | False | True | True |
| 1904 | 7706643 | Jumeirah Lake Towers | 25.079130 | 55.154713 | 760887 | 800 | 951.11 | 1 | 2 | High | False | False | True | True | True | True | True | True | True | True | True | True | False | False | False | False | False | False | False | True | True | True | True | False | False | False | True | False |